M.Sc Thesis/Project: Recent submissions
Now showing items 21-40 of 149
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PCA-ANN: Feature Selection based Hybrid Intrusion Detection System in Software Defined Network
(2023-07)The increasing complexity of modern networks and the rise of sophisticated cyber attacks has made the development of effective Intrusion Detection Systems (IDS) a critical need. Software De fined Networking (SDN) technology ... -
Identification of Opioid Patients by Employing Structured and Unstructured Data from MIMIC-III Database
(UIU, 2023-05-20)The opioid crisis has led to an increased number of drug overdoses in recent years. Several approaches have been established to predict opioid prescription by health practitioners. However, due to the complex nature of the ... -
IoT-Driven Environmental Monitoring and Healthcare System: Shipbreaking Industry Perspective
(United International University, 2023-07-29)coastal region of Bangladesh has ecological importance with high bio diversity. Although Bangladesh is one of the world’s top shipbreaking coun tries, business activities have seriously harmed the coastal ecosystem. ... -
Prediction of Protein methylation sites of lysine residues using machine learning algorithms
(2023-03-11)Post Translational Modification (PTM) plays an essential role in the biological and molecular mechanisms. They are also considered as a vital element in cell signaling and networking pathways. Among different PTMs, Methylation ... -
Pattern Mining From Unlabeled News Article Dataset Using Semi-Supervised Learning
(2023-03-11)Text classification is one of the prominent tasks in the field of Natural language Processing as day by day the amount of textual data is growing rapidly, Therefore it is an emergent demand to build some kind of knowledge ... -
Interest Forwarding Strategy in Named Data Networks using Thompson Sampling
(United International University, 2023-01-18)Optimizing Interest forwarding and Data delivery has been among the top dissected problems in NDN for the last decade; however, only a few contributions thrive to minimize communication cost and delay concurrently. In ... -
Intelligent Financial Portfolio Construction: Machine Learning Based Optimization
(United International University, 2023-01-15)Investors have always been highly interested about stock price forecasting. It’s observed that lower middle-income people and middle-income people can contribute only 10-15% of their wages in investment. Machine Learning ... -
A New Methodology for Predicting Teachers' Job Satisfaction Using Machine Learning Approaches - Bangladesh Perspective
(2022-12-17)Shortage of qualified teachers and higher turnover rates have far-reaching negative effects on students' achievement and overall educational quality. Since satisfied teachers are less likely to quit their jobs and are more ... -
Accurately Predicting Microbial Phosphorylation Sites Using Evolutionary and Structural Features
(2022-11-11)Post-translational modification (PTM) is a biological process involving a protein’s enzymatic changes after its translation by the ribosome. Phosphorylation is one of the most critical PTMs that occurs when a phosphate ... -
Building Resource Aware Self-Healing Modern Cloud Native Environment on Commodity Hardware for Adoption of Microservice Architecture
(UIU, 2022-09-28)Years ago, even today most of the applications were developed and architected in old school monolithic approach where each of the components of the software are tightly coupled; running on a single process or multiple ... -
Improving Machine Learning Methods for Handling Data Imbalance Problem
(2022-07)Class unbalanced datasets are widespread in various fields, including health, security, and banking. When dealing with imbalanced datasets, a standard supervised learning algorithm is biased toward the dominant class. In ... -
Skin Cancer Classification Using Deep Learning
(UIU, 2022-06-03)Cancer begins when cells in the body begin to multiply uncontrolled. Cancer can develop in any area of the body and spread to other parts. Cancer of the skin is one of the most prevalent forms of the disease found all over ... -
A Stable Clustering Architecture for Efficient Routing and Resource Allocation in Vehicular Ad Hoc Networks
(UIU, 2022-04-05)Vehicular Ad hoc Network (VANET) is an area of wireless networks, which makes connections among vehicles to enable vehicle to vehicle or vehicle to infrastructure communication and supports diversified applications related ... -
Web Application for Churn Prediction
(2022-03-30)Customers are the driving force for a business to thrive. To make a new product, decisions have to be made whether this is something which the customers will resonate with. This is why it is absolutely necessary to understand ... -
Customer Churn Analysis and Prediction
(United International University, 2022-02-03)One of the biggest data domain and most demanding use cases of recent time is Customer churn prediction. For a healthy and growing business churn prediction is an important indicator. This project aims to develop a ... -
B-SAHIC: A Blockchain based Secured and Automated Health Insurance Claim processing system
(United International University, 2022-01-16)In recent years, Blockchain technology has been successfully used in many dis- tributed environments where different stakeholders, who do not have any trust relationship among them, interact each other in a secured and ... -
Creating A Customized Cybersecurity Lab Environment Using Hardware Virtualization and Containerization
(UIU, 2021-12-18)One of the primary topics to be concerned about in this digital era of the twenty-first century is cybersecurity. The fast advancement of technology, as well as the widespread availability of the Internet, has broadened ... -
Convolutional Neural Networks with Image Representation of Amino Acid Sequences for Protein Function Prediction
(2021-12)Proteins are one of the most important molecules that govern the cellular processes in organisms. Various functions of the proteins are of paramount importance to understand the basics of life. Several supervised learning ... -
Customer Churn Analysis Using Association Rule Mining and Decision Tree Classifiers
(2021-12)Customer churn is a prominent issue facing companies. Therefore, preventing customer churn and retaining and retaining customers has become an essential issue for business operations and development. This paper aims to ... -
An Effective Meeting Tracking & Management System for Selecting Union Parishad’s Project
(2021-10-31)Strengthening local government institutions is an essential element of effective democracy, which is a prerequisite for ensuring good governance. The practice of good governance is important for decentralized administration. ...